Computer Engineering & Science >
A Method of the Estimation of Pattern Visual Evoked Potential (PVEP)Based on the ICA of Virtual Channels
Received date: 2009-01-03
Revised date: 2009-04-09
Online published: 2010-06-25
The principle and algorithms of independent component analysis(ICA) is illustrated. The paper introduces virtual channels and the virtual structure of multichannel, to complete a singletrial estimation of singlechannel pattern PVEP, which overcomes the problem of using ICA directly to singlechannel signals. Compared with the average technology, its encouraging results are illustrated by both computer simulation and clinical data applications. The number of trials needed is reduced to one. By analyzing the time course and spatial pattern of the independent components, a certain component is found to be closely related with the P100 latent period in the VEP complex.
LIU Qintuan1,QIU Feiyue1,2,LI Haojun2 . A Method of the Estimation of Pattern Visual Evoked Potential (PVEP)Based on the ICA of Virtual Channels[J]. Computer Engineering & Science, 2010 , 32(7) : 137 -139 . DOI: 10.3969/j.issn.1007130X.2010.
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